conftrace_

Asher Trockman

3 papers · 2021–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (2) ICML (1)

Top co-authors

J Zico Kolter (3) Devin Willmott (1)

Research topics

Deep Learning (3) Architectures (3) Techniques (3) Computer Vision (1) Machine Learning (1) Core AI (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

weight initialization (2) computer vision (1) neural network optimization (1) covariance matrix (1) gradient flow (1) convolutional filter (1) convolutional layer (1) model initialization (1) depthwise convolution (1) vision task (1) cayley transform (1) orthogonal weight (1) lipshchitz constant (1) adversarial robustness (1) multivariate initialization (1)

Papers

Mimetic Initialization of Self-Attention Layers ICML 2023 Understanding the Covariance Structure of Convolutional Filters ICLR 2023 Orthogonalizing Convolutional Layers with the Cayley Transform ICLR 2021